Generative AI
A course that introduces students to generative AI
Overview of this course
1. Overview
Introduction to this course
2. Introduction
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Let's take a survey
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3. Pre-survey
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Taking Inspiration from nature
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4. The technology behind GenAI
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The building block of intelligence - the neuron
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5. Artificial neuron
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Test your understanding of artificial neurons
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6. Artificial neuron quiz
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Let's take a survey
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7. Survey
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We take a look deep inside the artificial neuron and learn how it works.
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8. Inside the artificial neuron
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Test your understanding of artificial neurons
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9. Inside the artificial neuron quiz
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What happens when neurons talk to each other?
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10. Neuron sequence
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Test your understanding of neural networks
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11. Neuron sequence quiz
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Let's take a survey
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12. Survey
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We teach an AI to recognise happy and sad Emojis.
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13. Face recognition
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Face recognition Quiz
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14. Face recognition quiz
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We teach an AI to predict the next word in a sentence.
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15. Predicting the next word
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Predicting the next word quiz
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16. Predicting the next word quiz
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We teach an AI to predict the next word in a sentence automatically by introducing a feedback loop.
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17. Predicting the next word automatically
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Predicting the next word automatically quiz
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18. Predicting the next word automatically quiz
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The AI predicts the next word in a sentence better by introducing more context
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19. Predicting the next word automatically with better context
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Word Context quiz
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20. Word context quiz
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Let's take a survey
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21. Survey
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Humpty Dumpty and Miss Muffet. What are they doing today?
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22. Predicting the next word with feedback and better history
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We explore how artificial intelligence creates images
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23. Stable diffusion: How GenAI makes images
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We explore how artificial intelligence creates images quiz
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24. Stable diffusion: How GenAI makes images quiz
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We tell the AI what kind of images we want it to generate
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25. Stable Diffusion: Annotating images
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How annotation influences image generation quiz
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26. Stable Diffusion: Image annotation quiz
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Let's take a survey
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27. Survey
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We explore the ethics implications of using GenAI
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28. AI and Ethics
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We explore data bias and its impact on the AI
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29. Data bias in AI
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Ethics and bias quiz
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30. Ethics and bias quiz
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We explore how and AI learns through subtle changes to its network.
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31. How does an AI learn? Changing Weights
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We explore how and AI learns through subtle changes to its network.
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32. How does an AI learn? 3D Simulation
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We explore how an AI learns quiz
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33. How does an AI learn quiz
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We explore how neural networks can adapt to adversity
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34. Resilient AI
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We explore how neural networks can adapt to adversity quiz
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35. Resilient AI quiz
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Learning Reflections
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36. What have we learned?
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Tell us about your experiences with this course
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37. This is the last survey - promised!
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What have we learned?
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38. Summary
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